Skip to main content

Effect of Emotion and Personality on Deviation from Purely Rational Decision-Making

  • Chapter
Decision Making and Imperfection

Part of the book series: Studies in Computational Intelligence ((SCI,volume 474))

Abstract

Human decision-making has consistently demonstrated deviation from ”pure” rationality. Emotions are a primary driver of human actions and the current study investigates how perceived emotions and personality traits may affect decision-making during the Ultimatum Game (UG). We manipulated emotions by showing images with emotional connotation while participants decided how to split money with a second player. Event-related potentials (ERPs) from scalp electrodes were recorded during the whole decision-making process. We observed significant differences in the activity of central and frontal areas when participants offered money with respect to when they accepted or rejected an offer. We found that participants were more likely to offer a higher amount of money when making their decision in association with negative emotions. Furthermore, participants were more likely to accept offers when making their decision in association with positive emotions. Honest, conscientious, and introverted participants were more likely to accept offers. Our results suggest that factors others than a rational strategy may predict economic decision-making in the UG.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 109.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Arbib, M.: From Mirror Neurons to Complex Imitation in the Evolution of Language and Tool Use. Annual Review of Anthropology 40(1), 257–273 (2011), doi:10.1146/annurev-anthro-081309-145722

    Article  Google Scholar 

  2. Ashton, M.C., Lee, K.: A short measure of the major dimension of personality. European Journal of Psychological Assessment 91(4), 340–345 (2009)

    Google Scholar 

  3. Bault, N., Joffily, M., Rustichini, A., Coricelli, G.: Medial prefrontal cortex and striatum mediate the influence of social comparison on the decision process. Proc. Natl. Acad. Sci. U. S. A. 108(38), 16,044–16,049 (2011)

    Google Scholar 

  4. Bechara, A., Damasio, H., Tranel, D., Damasio, A.R.: The Iowa Gambling Task and the somatic marker hypothesis: some questions and answers. Trends Cogn. Sci. 9(4), 159–162 (2005)

    Article  Google Scholar 

  5. Bentin, S., McCarthy, G.: Event-related potentials, lexical decision and semantic priming. Electroencephalogr. Clin. Neurophysiol. 60(4), 343–355 (1985)

    Article  Google Scholar 

  6. Bland, A.R., Schaefer, A.: Electrophysiological correlates of decision making under varying levels of uncertainty. Brain Res. 12(1417), 55–66 (2011)

    Article  Google Scholar 

  7. Boksem, M.A.S., De Cremer, D.: Fairness concerns predict medial frontal negativity amplitude in ultimatum bargaining. Social Neuroscience 5(1), 118–125 (2010), doi:10.1080/17470910903202666

    Article  Google Scholar 

  8. Bossaerts, P.: What decision neuroscience teaches us about financial decision making. Annual Review of Financial Economics 1(1), 383–404 (2009)

    Article  Google Scholar 

  9. Botvinick, M., Cohen, J.D., Carter, C.S.: Conflict monitoring and anterior cingulate cortex: An update. Trends in Cognitive Sciences 111, 395–429 (2004)

    Google Scholar 

  10. Botvinick, M.M., Braver, T.S., Barch, D.M., Carter, C.S., Cohen, J.D.: Conflict monitoring and cognitive control. Psychol. Rev. 108(3), 624–652 (2001)

    Article  Google Scholar 

  11. Bradley, M.M., Lang, P.J.: The international affective picture system (iaps) in the study of emotion and attention. In: Coan, J.A., Allen, J.J.B. (eds.) Handbook of Emotion Elicitation and Assessment, USA, pp. 29–46. Cambridge University Press, New York (2007)

    Google Scholar 

  12. Bush, G., Luu, P., Posner, M.I.: Cognitive and emotional influences in anterior cingulate cortex. Trends Cogn. Sci. 4(6), 215–222 (2000)

    Article  Google Scholar 

  13. Bush, G., Whalen, P.J., Rosen, B.R., Jenike, M.A., McInerney, S.C., Rauch, S.L.: The counting stroop: an interference task specialized for functional neuroimaging–validation study with functional mri. Hum. Brain Mapp. 6(4), 270–282 (1998)

    Article  Google Scholar 

  14. Cameron, L.A.: Raising the Stakes in the Ultimatum Game: Experimental Evidence From Indonesia. Econ. Inq. 37(1), 47–59 (1999)

    Article  Google Scholar 

  15. Carlin, A., Zilberstein, S.: Bounded Rationality in Multiagent Systems Using Decentralized Metareasoning. In: Guy, T.V., Kárný, M., Wolpert, D.H. (eds.) Decision Making with Imperfect Decision Makers. ISRL, vol. 28, pp. 1–28. Springer, Heidelberg (2012)

    Chapter  Google Scholar 

  16. Carretié, L., Martín-Loeches, M., Hinojosa, J., Mercado, F.: Emotion and attention interaction studied through event-related potentials. Journal of Cognitive Neuroscience 13(8), 1109–1128 (2001)

    Article  Google Scholar 

  17. Carretié, L., Mercado, F., Tapia, M., Hinojosa, J.A.: Emotion, attention, and the ’negativity bias’, studied through event-related potentials. Int. J. Psychophysiol. 41(1), 75–85 (2001)

    Article  Google Scholar 

  18. Carter, C.S., Braver, T.S., Barch, D.M., Botvinick, M.M., Noll, D., Cohen, J.D.: Anterior cingulate cortex, error detection, and the online monitoring of performance. Science 280(5364), 747–749 (1998)

    Article  Google Scholar 

  19. Chang, Y.-H., Levinboim, T., Maheswaran, R.: The Social Ultimatum Game. In: Guy, T.V., Kárný, M., Wolpert, D.H. (eds.) Decision Making with Imperfect Decision Makers. ISRL, vol. 28, pp. 135–158. Springer, Heidelberg (2012)

    Chapter  Google Scholar 

  20. Chase, H.W., Swainson, R., Durham, L., Benham, L., Cools, R.: Feedback-related negativity codes prediction error but not behavioral adjustment during probabilistic reversal learning. J Cogn Neurosci 23(4), 936–946 (2011), doi:10.1162/jocn.2010.21456

    Article  Google Scholar 

  21. Cialdini, R.B., Kenrick, D.T.: Altruism as hedonism: A social development perspective on the relationship of negative mood state and helping. Journal of Personality and Social Psychology 34(5), 907–914 (1976)

    Article  Google Scholar 

  22. Cohen, M.X., Elger, C.E., Ranganath, C.: Reward expectation modulates feedback-related negativity and EEG spectra. Neuroimage 35(2), 968–978 (2007), doi:10.1016/j.neuroimage.2006.11.056

    Article  Google Scholar 

  23. Cowan, N.: Evolving conceptions of memory storage, selective attention, and their mutual constraints within the human information-processing system. Psychol. Bull. 104(2), 163–191 (1988)

    Article  Google Scholar 

  24. Crino, P., Morrison, J., Hof, P.: Monoaminergic innervation of cingulate cortex. In: Neurobiology of Cingulate Cortex and Limbic Thalamus: a Comprehensive Handbook, vol. 285-310. Birkhauser, Boston (1993)

    Google Scholar 

  25. Damasio, A.R., Tranel, D., Damasio, H.: Somatic markers and the guidance of behaviour: theory and preliminary testing. In: Levin, H.S., Eisenberg, H.M., Benton, A.L. (eds.) Frontal Lobe Function and Dysfunction, pp. 217–229. Oxford University Press, New York (1991)

    Google Scholar 

  26. Dan-Glauser, E.S., Scherer, K.R.: The Geneva affective picture database (GAPED): a new 730-picture database focusing on valence and normative significance. Behav. Res. Methods 43(2), 468–477 (2011)

    Article  Google Scholar 

  27. Delorme, A., Makeig, S.: EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis. J. Neurosci. Methods 134(1), 9–21 (2004)

    Article  Google Scholar 

  28. Devinsky, O., Morrell, M., Vogt, B.: Contributions of anterior cingulate cortex to behaviour. Brain 118, 279–306 (1995)

    Article  Google Scholar 

  29. Eder, A.B., Hommel, B., De Houwer, J.: How distinctive is affective processing? on the implications of using cognitive paradigms to study affect and emotion. Cognition and Emotion 21(6), 1137–1154 (2007)

    Article  Google Scholar 

  30. Ekman, P., Friesen, W.V., Ellsworth, P.: Emotion in the human face: guidelines for research and an integration of findings. Pergamon Press (1972)

    Google Scholar 

  31. Eriksson, J.L., Villa, A.E.P.: Event-related potentials in an auditory oddball situation in the rat. Biosystems 79(1-3), 207–212 (2005), doi:10.1016/j.biosystems.2004.09.017

    Article  Google Scholar 

  32. Evans, K.M., Federmeier, K.D.: The memory that’s right and the memory that’s left: event-related potentials reveal hemispheric asymmetries in the encoding and retention of verbal information. Neuropsychologia 45(8), 1777–1790 (2007), doi:10.1016/j.neuropsychologia.2006.12.014

    Article  Google Scholar 

  33. Falkenstein, M., Hohnsbein, J., Hoormann, J., Blanke, L.: Effects of crossmodal divided attention on late ERP components. ii. Error processing in choice reaction tasks. Electroencephalogr. Clin. Neurophysiol. 78(6), 447–455 (1991)

    Article  Google Scholar 

  34. Fehr, E., Schmidt, K.: A Theory Of Fairness, Competition, and Cooperation. Quarterly Journal of Economics 114(3), 817–868 (1999)

    Article  MATH  Google Scholar 

  35. Fellner, G., Güth, W.: What limits escalation?–Varying threat power in an ultimatum experiment. Economics Letters 80(1), 53–60 (2003)

    Article  MATH  Google Scholar 

  36. Forgas, J.P., George, J.M.: Affective influences on judgments and behavior in organizations: An information processing perspective. Organizational Behavior and Human Decision Processes 86(1), 3–34 (2001)

    Article  Google Scholar 

  37. Friedman, R., Anderson, C., Brett, J., Olekalns, M., Goates, N., Lisco, C.C.: The positive and negative effects of anger on dispute resolution: evidence from electronically mediated disputes. J. Appl. Psychol. 89(2), 369–376 (2004), doi:10.1037/0021-9010.89.2.369

    Article  Google Scholar 

  38. Fuster, J.M.: The prefrontal cortex–an update: time is of the essence. Neuron 30(2), 319–333 (2001)

    Article  Google Scholar 

  39. Gehring, W., Goss, B., Coles, M., Meyer, D., Donchin, E.: A neural system for error detection and compensation. Psychological Science 4(6), 385–390 (1993), doi:10.1111/j.1467-9280.1993.tb00586.x

    Article  Google Scholar 

  40. Gehring, W.J., Willoughby, A.R.: The medial frontal cortex and the rapid processing of monetary gains and losses. Science 295(5563), 2279–2282 (2002)

    Article  Google Scholar 

  41. de Gelder, B.: Towards the neurobiology of emotional body language. Nature Reviews Neuroscience 7(3), 242–249 (2006), doi:10.1038/nrn1872

    Article  Google Scholar 

  42. Giard, M.H., Fort, A., Mouchetant-Rostaing, Y., Pernier, J.: Neurophysiological mechanisms of auditory selective attention in humans. Front Biosci. 5, 84–94 (2000)

    Article  Google Scholar 

  43. Gneezy, U., Rustichini, A.: Pay enough or don’t pay at all. The Quarterly Journal of Economics 115(3), 791–810 (2000)

    Article  Google Scholar 

  44. González-Roldan, A.M., Martínez-Jauand, M., Muñoz García, M.A., Sitges, C., Cifre, I., Montoya, P.: Temporal dissociation in the brain processing of pain and anger faces with different intensities of emotional expression. Pain 152(4), 853–859 (2011), doi:10.1016/j.pain.2010.12.037

    Article  Google Scholar 

  45. Güth, W.: The Generosity Game and Calibration of Inequity Aversion. Journal of Socio-Economics 39, 155–157 (2010)

    Article  Google Scholar 

  46. Güth, W., Schmittberger, R., Schwarze, B.: An experimental analysis of ultimatum bargaining. J. Econ. Behav. Organ. 3(4), 367–388 (1982)

    Article  Google Scholar 

  47. Hajcak, G., Holroyd, C.B., Moser, J.S., Simons, R.F.: Brain potentials associated with expected and unexpected good and bad outcomes. Psychophysiology 42(2), 161–170 (2005), doi:10.1111/j.1469-8986.2005.00278.x

    Article  Google Scholar 

  48. Hajcak, G., Moser, J.S., Holroyd, C.B., Simons, R.F.: The feedback-related negativity reflects the binary evaluation of good versus bad outcomes. Biol. Psychol. 71(2), 148–154 (2006), doi:10.1016/j.biopsycho.2005.04.001

    Article  Google Scholar 

  49. Härdle, W., Hildenbrand, W., Jerison, M.: Empirical Evidence on the Law of Demand. Econometrica 59, 1525–1549 (1991)

    Article  MATH  Google Scholar 

  50. Harlé, K.M., Sanfey, A.G.: Incidental sadness biases social economic decisions in the ultimatum game. Emotion 7(4), 876–881 (2007), doi:10.1037/1528-3542.7.4.876

    Article  Google Scholar 

  51. Henrich, J., Boyd, R., Bowles, S., Camerer, C., Fehr, E., Gintis, H., McElreath, R.: In search of Homo Economicus: Behavioral experiments in 15 small-scale societies. Am. Econ. Rev. 91(2), 73–78 (2001)

    Article  Google Scholar 

  52. Hewig, J., Kretschmer, N., Trippe, R.H., Hecht, H., Coles, M.G., Holroyd, C.B., Miltner, W.H.: Why humans deviate from rational choice. Psychophysiology 48(4), 507–514 (2011), doi:10.1111/j.1469-8986.2010.01081.x

    Article  Google Scholar 

  53. Hewig, J., Trippe, R., Hecht, H., Coles, M.G.H., Holroyd, C.B., Miltner, W.H.R.: Decision-Making in Blackjack: An Electrophysiological Analysis. Cereb. Cortex 17, 865–877 (2007)

    Article  Google Scholar 

  54. Hilbig, B.E., Zettler, I.: Pillars of cooperation: Honesty-humility, social value orientations, and economic behavior. Journal of Research in Personality 43(3), 516–519 (2009)

    Article  Google Scholar 

  55. van Hoesen, G., Morecraft, R., Vogt, B.: Connections of the monkey cingulate cortex. In: Neurobiology of Cingulate Cortex and Limbic Thalamus: a Comprehensive Handbook. Birkhauser, Boston (1993)

    Google Scholar 

  56. Holroyd, C.B., Coles, M.G.: The neural basis of human error processing: reinforcement learning, dopamine, and the error-related negativity. Psychol. Rev. 109(4), 679–709 (2002)

    Article  Google Scholar 

  57. Holroyd, C.B., Larsen, J.T., Cohen, J.D.: Context dependence of the event-related brain potential associated with reward and punishment. Psychophysiology 41(2), 245–253 (2004), doi:10.1111/j.1469-8986.2004.00152.x

    Article  Google Scholar 

  58. Holroyd, C.B., Nieuwenhuis, S., Yeung, N., Cohen, J.D.: Errors in reward prediction are reflected in the event-related brain potential. Neuroreport 14(18), 2481–2484 (2003), doi:10.1097/01.wnr.0000099601.41403.a5

    Article  Google Scholar 

  59. Houthakker, H.S.: Revealed Preference and the Utility Function. Economica 174, 159–174 (1950)

    Article  MathSciNet  Google Scholar 

  60. Hsee, C.K., Rottenstreich, Y.: Music, pandas, and muggers: on the affective psychology of value. J. Exp. Psychol. Gen. 133(1), 23–30 (2004)

    Article  Google Scholar 

  61. Iacoboni, M.: Imitation, empathy, and mirror neurons. Annual Review of Psychology 60(1), 653–670 (2009), doi:10.1146/annurev.psych.60.110707.163604

    Article  Google Scholar 

  62. Jia, S., Li, H., Luo, Y., Chen, A., Wang, B., Zhou, X.: Detecting perceptual conflict by the feedback-related negativity in brain potentials. Neuroreport 18(13), 1385–1388 (2007)

    Article  Google Scholar 

  63. Kahneman, D., Tversky, A.: Prospect Theory: An Analysis of Decision under Risk. Econometrica 47(2) (1979)

    Google Scholar 

  64. Kamarajan, C., Porjesz, B., Rangaswamy, M., Tang, Y., Chorlian, D.B., Padmanabhapillai, A., Saunders, R., Pandey, A.K., Roopesh, B.N., Manz, N., Stimus, A.T., Begleiter, H.: Brain signatures of monetary loss and gain: outcome-related potentials in a single outcome gambling task. Behav. Brain Res. 197(1), 62–76 (2009)

    Article  Google Scholar 

  65. Kanske, P., Plitschka, J., Kotz, S.A.: Attentional orienting towards emotion: P2 and N400 ERP effects. Neuropsychologia 49(11), 3121–3129 (2011)

    Article  Google Scholar 

  66. Keltner, D., Haidt, J.: Social functions of emotions at four levels of analysis. Cognition & Emotion 13(505-521) (1999)

    Google Scholar 

  67. Kirchner, W.K.: Age differences in short-term retention of rapidly changing information. J. Exp. Psychol. 55(4), 352–358 (1958)

    Article  Google Scholar 

  68. Knutson, B., Taylor, J., Kaufman, M., Peterson, R., Glover, G.: Distributed neural representation of expected value. J. Neurosci. 25(19), 4806–4812 (2005), doi:10.1523/JNEUROSCI.0642-05.2005

    Article  Google Scholar 

  69. Kobza, S., Thoma, P., Daum, I., Bellebaum, C.: The feedback-related negativity is modulated by feedback probability in observational learning. Behav. Brain Res. 225(2), 396–404 (2011), doi:10.1016/j.bbr.2011.07.059

    Article  Google Scholar 

  70. Kopelman, S., Rosette, A.S., Thompson, L.: The three faces of eve: strategic displays of positive, negative, and neutral emotions in negotiations. Organizational Behavior and Human Decision Processes 99, 81–101 (2006)

    Google Scholar 

  71. Krueger, F., Moll, J., Zahn, R., Heinecke, A., Grafman, J.: Event frequency modulates the processing of daily life activities in human medial prefrontal cortex. Cereb Cortex 17(10), 2346–2353 (2007)

    Article  Google Scholar 

  72. Kutas, M., Federmeier, K.D.: Thirty years and counting: finding meaning in the N400 component of the event-related brain potential (ERP). Annu. Rev. Psychol. 62, 621–647 (2011)

    Article  Google Scholar 

  73. Kutas, M., Hillyard, S.A.: Brain potentials during reading reflect word expectancy and semantic association. Nature 307(5947), 161–163 (1984)

    Article  Google Scholar 

  74. Lane, A., Luminet, O., Rimé, B., Gross, J.J., de Timary, P., Mikolajczak, M.: Oxytocin increases the willingness to socially share one’s emotions. International Journal of Psychology (2012)

    Google Scholar 

  75. Larson, M.J., Kaufman, D.A.S., Perlstein, W.M.: Neural time course of conflict adaptation effects on the stroop task. Neuropsychologia 47(3), 663–670 (2009)

    Article  Google Scholar 

  76. Liotti, M., Woldorff, M.G., Perez, R., Mayberg, H.S.: An ERP study of the temporal course of the Stroop color-word interference effect. Neuropsychologia 38(5), 701–711 (2000)

    Article  Google Scholar 

  77. Luce, M.F., Payne, J.W., Bettman, J.R.: Emotional Trade-Off Difficulty and Choice. Journal of Marketing Research 36, 143–159 (1999)

    Article  Google Scholar 

  78. Luck, S.J., Hillyard, S.A.: Electrophysiological correlates of feature analysis during visual search. Psychophysiology 31(3), 291–308 (1994)

    Article  Google Scholar 

  79. Makeig, S., Jung, T.P., Bell, A.J., Ghahremani, D., Sejnowski, T.J.: Blind separation of auditory event-related brain responses into independent components. Proc. Natl. Acad. Sci. U. S. A. 94(20), 10,979–10,984 (1997)

    Google Scholar 

  80. Makeig, S., Westerfield, M., Jung, T.P., Covington, J., Townsend, J., Sejnowski, T.J., Courchesne, E.: Functionally independent components of the late positive event-related potential during visual spatial attention. J. Neurosci. 19(7), 2665–2680 (1999)

    Google Scholar 

  81. Marshall, A.: Principles of Economics. An introductory Volume, 8th edn. Macmillan, London (1920)

    Google Scholar 

  82. Mennes, M., Wouters, H., van den Bergh, B., Lagae, L., Stiers, P.: ERP correlates of complex human decision making in a gambling paradigm: detection and resolution of conflict. Psychophysiology 45(5), 714–720 (2008)

    Article  Google Scholar 

  83. Miller, E.K., Cohen, J.D.: An integrative theory of prefrontal cortex function. Annu. Rev. Neurosci. 24, 167–202 (2001), doi:10.1146/annurev.neuro.24.1.167

    Article  Google Scholar 

  84. Miltner, W.H., Braun, C.H., Coles, M.G.: Event-related brain potentials following incorrect feedback in a time-estimation task: Evidence for a “generic” neural system for error detection. J. Cognitive Neuroscience 9(6), 788–798 (1997), http://dx.doi.org/10.1162/jocn.1997.9.6.788

    Article  Google Scholar 

  85. Miltner, W.H., Lemke, U., Weiss, T., Holroyd, C., Scheffers, M.K., Coles, M.G.: Implementation of error-processing in the human anterior cingulate cortex: a source analysis of the magnetic equivalent of the error-related negativity. Biol. Psychol. 64(1-2), 157–166 (2003)

    Article  Google Scholar 

  86. Missonnier, P., Leonards, U., Gold, G., Palix, J., Ibáñez, V., Giannakopoulos, P.: A new electrophysiological index for working memory load in humans. Neuroreport 14(11), 1451–1455 (2003)

    Article  Google Scholar 

  87. Missonnier, P., Shaposhnyk, V., Lintas, A., Villa, A.E.P.: Responder’s specific ERP cognitive component in the ultimatum game. In: Frontiers in Human Neuroscience Conference Abstract: XI International Conference on Cognitive Neuroscience (ICON XI), vol. 383 (2011), doi:10.3389/conf.fnhum.2011.207.00,383

    Google Scholar 

  88. Näätänen, R., Gaillard, A.W., Mäntysalo, S.: Early selective-attention effect on evoked potential reinterpreted. Acta. Psychol (Amst) 42(4), 313–329 (1978)

    Article  Google Scholar 

  89. Nelissen, R.M.A., Leliveld, M.C., van Dijk, E., Zeelenberg, M.: Fear and guilt in proposers: Using emotions to explain offers in ultimatum bargaining. Eur. J. Soc. Psychol. 41(78-85) (2011)

    Google Scholar 

  90. Nieuwenhuis, S., Holroyd, C.B., Mol, N., Coles, M.G.: Reinforcement-related brain potentials from medial frontal cortex: origins and functional significance. Neurosci. Biobehav. Rev. 28(4), 441–448 (2004)

    Article  Google Scholar 

  91. Nieuwenhuis, S., Slagter, H.A., von Geusau, N.J., Heslenfeld, D.J., Holroyd, C.B.: Knowing good from bad: differential activation of human cortical areas by positive and negative outcomes. Eur. J. Neurosci. 21(11), 3161–3168 (2005), doi:10.1111/j.1460-9568.2005.04152.x

    Article  Google Scholar 

  92. Nowak, M.A., Page, K.M., Sigmund, K.: Fairness Versus Reason in the Ultimatum Game. Science 289(5425), 1773–1775 (2000)

    Article  Google Scholar 

  93. Oosterbeek, H., Sloof, R., de Kuilen, G.V.: Cultural Differences in Ultimatum Game Experiments: Evidence from a Meta-Analysis. Experimental Economics 7(2), 171–188 (2004)

    Article  MATH  Google Scholar 

  94. Picton, T.W., Bentin, S., Berg, P., Donchin, E., Hillyard, S.A., Johnson, R., Miller, G.A., Ritter, W., Ruchkin, D.S., Rugg, M.D., Taylor, M.J.: Guidelines for using human event-related potentials to study cognition: recording standards and publication criteria. Psychophysiology 37(2), 127–152 (2000)

    Article  Google Scholar 

  95. Pillutla, M., Murnighan, J.: Unfairness, anger, and spite: Emotional rejections of ultimatum offers. Organizational Behavior and Human Decision Processes 68(3), 208–224 (1996)

    Article  Google Scholar 

  96. Polezzi, D., Daum, I., Rubaltelli, E., Lotto, L., Civai, C., Sartori, G., Rumiati, R.: Mentalizing in economic decision-making. Behav. Brain. Res. 190(2), 218–223 (2008), doi:10.1016/j.bbr.2008.03.003

    Article  Google Scholar 

  97. Pulskamp, R.J.: Correspondence of Nicolas Bernoulli concerning the St. Petersburg game (1713-1732). english translation. Tech. rep., Department of Mathematics & Computer Science, Xavier University, Cincinnati, OH, USA (1999)

    Google Scholar 

  98. Ritov, I.: Probability of regret: Anticipation of uncertainty resolution in choice. Organizational Behavior and Human Decision Processes 66(2), 228–236 (1996)

    Article  Google Scholar 

  99. Rizzolatti, G., Craighero, L.: The Mirror-Neuron System. Annual Review of Neuroscience 27, 169–192 (2004), doi:10.1146/annurev.neuro.27.070203.144230

    Article  Google Scholar 

  100. Roth, A., Prasnikar, V., Okuno-Fujiwara, M., Zamir, S.: Bargaining and market behavior in Jerusalem, Ljubljana, Pittsburgh, and Tokyo: An experimental study. Am. Econ. Rev. 81(5), 1068–1095 (1991)

    Google Scholar 

  101. Rotteveel, M., Phaf, H.: Mere exposure in reverse: Mood and motion modulate memory bias. Cognition & Emotion 21(6), 1323–1346 (2007)

    Article  Google Scholar 

  102. Rubinstein, A.: Perfect equilibrium in a bargaining model. Econometrica 50(1), 97–109 (1982)

    Article  MathSciNet  MATH  Google Scholar 

  103. Samuelson, P.A.: A Note on the Pure Theory of Consumer’s Behaviour. Economica 5, 61–71 (1938)

    Article  Google Scholar 

  104. Samuelson, P.A.: Consumption Theory in Terms of Revealed Preference. Economica 15, 243–253 (1948)

    Article  Google Scholar 

  105. Sanfey, A.G., Chang, L.J.: Multiple Systems in Decision Making. Annals of the New York Academy of Sciences 1128(1), 53–62 (2008)

    Article  Google Scholar 

  106. Sanfey, A.G., Rilling, J.K., Aronson, J.A., Nystrom, L.E., Cohen, J.D.: The neural basis of economic decision-making in the Ultimatum Game. Science 300(5626), 1755–1758 (2003)

    Article  Google Scholar 

  107. Schwarz, N.: Emotion, congnition, and decision making. Cognition and Emotion 14(4), 433–440 (2000)

    Article  Google Scholar 

  108. Simpson, J.R., Drevets, W.C., Snyder, A.Z., Gusnard, D.A., Raichle, M.E.: Emotion-induced changes in human medial prefrontal cortex: Ii. during anticipatory anxiety. Proc. Natl. Acad. Sci. U. S. A. 98(2), 688–693 (2001), doi:10.1073/pnas.98.2.688

    Article  Google Scholar 

  109. Slonim, R., Roth, A.E.: Learning in High Stakes Ultimatum Games: An Experiment in the Slovak Republic. Econometrica 66(3), 569–596 (1998)

    Article  MATH  Google Scholar 

  110. Slovic, P., Finucane, M.L., Peters, E., MacGregor, D.G.: The affect heuristic. In: Gilovich, D.K.T., Griffin, D. (eds.) Heuristics and Biases: The Psychology of Intuitive Judgment. Cambridge University Press, New York (2002)

    Google Scholar 

  111. Storbeck, J., Clore, G.L.: On the interdependence of cognition and emotion. Cogn. Emot. 21(6), 1212–1237 (2007)

    Article  Google Scholar 

  112. Thaler, R.H.: From Homo economicus to Homo sapiens. Journal of Economic Perspectives 14, 133–141 (2000)

    Article  Google Scholar 

  113. Villa, A.E.P., Missonnier, P., Lintas, A.: Neuroheuristics of Decision Making: From Neuronal Activity to EEG. In: Guy, T.V., Kárný, M., Wolpert, D.H. (eds.) Decision Making with Imperfect Decision Makers. ISRL, vol. 28, pp. 159–194. Springer, Heidelberg (2012)

    Chapter  Google Scholar 

  114. Vogt, B.A., Finch, D.M., Olson, C.R.: Functional heterogeneity in cingulate cortex: the anterior executive and posterior evaluative regions. Cereb Cortex 2(6), 435–443 (1992)

    Google Scholar 

  115. Von Neumann, J., Morgenstern, O.: Theory of Games and Economic Behavior. Princeton University Press (1944)

    Google Scholar 

  116. Waldron, E.M., Ashby, F.: The effects of concurrent task interference on category learning: evidence for multiple category learning systems. Psychon. Bull. Rev. 8(1), 168–176 (2001)

    Google Scholar 

  117. World Medical Association.: World Medical Association Declaration of Helsinki: Ethical principles for medical research involving human subjects. JAMA 284(23), 3043–3045 (2000)

    Google Scholar 

  118. van’t Wout, M., Chang, L.J., Sanfey, A.G.: The influence of emotion regulation on social interactive decision-making. Emotion 10(6), 815–821 (2010), doi:10.1037/a0020069

    Article  Google Scholar 

  119. van’t Wout, M., Kahn, R.S., Sanfey, A.G., Aleman, A.: Affective state and decision-making in the ultimatum game. Exp. Brain Res. 169(4), 564–568 (2006), doi:10.1007/s00221-006-0346-5

    Article  Google Scholar 

  120. Wu, Y., Leliveld, M.C., Zhou, X.: Social distance modulates recipient’s fairness consideration in the dictator game: an erp study. Biol. Psychol. 88(2-3), 253–262 (2011), doi:10.1016/j.biopsycho.2011.08.009

    Article  Google Scholar 

  121. Yang, J., Zhang, Q.: Electrophysiological correlates of decision-making in high-risk versus low-risk conditions of a gambling game. Psychophysiology 48(10), 1456–1461 (2011), doi:10.1111/j.1469-8986.2011.1202.x

    Article  Google Scholar 

  122. Yasuda, A., Sato, A., Miyawaki, K., Kumano, H., Kuboki, T.: Error-related negativity reflects detection of negative reward prediction error. Neuroreport 15(16), 2561–2565 (2004)

    Article  Google Scholar 

  123. Yeung, N., Nieuwenhuis, S.: Dissociating response conflict and error likelihood in anterior cingulate cortex. J. Neurosci. 29(46), 14,506–14,510 (2009)

    Google Scholar 

  124. Yeung, N., Sanfey, A.G.: Independent coding of reward magnitude and valence in the human brain. J. Neurosci. 24(28), 6258–6264 (2004), doi:10.1523/JNEUROSCI.4537-03.2004

    Article  Google Scholar 

  125. Yu, R., Zhou, X.: To bet or not to bet? The error negativity or error-related negativity associated with risk-taking choices. J. Cogn. Neurosci. 21(4), 684–696 (2009)

    Article  Google Scholar 

  126. Zeelenberg, M., Beattie, J., van der Pligt, J., de Vries, N.K.: Consequences of regret aversion: Effects of expected feedback on risky decision making. Organizational Behavior and Human Decision Processes 65(2), 148–158 (1996)

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Marina Fiori .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2013 Springer-Verlag Berlin Heidelberg

About this chapter

Cite this chapter

Fiori, M., Lintas, A., Mesrobian, S., Villa, A.E.P. (2013). Effect of Emotion and Personality on Deviation from Purely Rational Decision-Making. In: Guy, T., Karny, M., Wolpert, D. (eds) Decision Making and Imperfection. Studies in Computational Intelligence, vol 474. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-36406-8_5

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-36406-8_5

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-36405-1

  • Online ISBN: 978-3-642-36406-8

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics